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基于等压标签的蛋白质组学分析在八种人类细胞系中的应用:采用高场非对称离子迁移谱和实时数据库搜索。

Isobaric Tag-Based Protein Profiling across Eight Human Cell Lines Using High-Field Asymmetric Ion Mobility Spectrometry and Real-Time Database Searching.

机构信息

Department of Cell Biology, Harvard Medical School, Boston, MA, 02115, USA.

出版信息

Proteomics. 2021 Jan;21(1):e2000218. doi: 10.1002/pmic.202000218. Epub 2020 Oct 26.

Abstract

A vast number of human cell lines are available for cell culture model-based studies, and as such the potential exists for discrepancies in findings due to cell line selection. To investigate this concept, the authors determine the relative protein abundance profiles of a panel of eight diverse, but commonly studied human cell lines. This panel includes HAP1, HEK293T, HeLa, HepG2, Jurkat, Panc1, SH-SY5Y, and SVGp12. A mass spectrometry-based proteomics workflow designed to enhance quantitative accuracy while maintaining analytical depth is used. To this end, this strategy leverages TMTpro16-based sample multiplexing, high-field asymmetric ion mobility spectrometry, and real-time database searching. The data show that the differences in the relative protein abundance profiles reflect cell line diversity. The authors also determine several hundred proteins to be highly enriched for a given cell line, and perform gene ontology and pathway analysis on these cell line-enriched proteins. An R Shiny application is designed to query protein abundance profiles and retrieve proteins with similar patterns. The workflows used herein can be applied to additional cell lines to aid cell line selection for addressing a given scientific inquiry or for improving an experimental design.

摘要

大量的人类细胞系可用于基于细胞培养模型的研究,因此由于细胞系选择的差异,研究结果可能存在差异。为了研究这一概念,作者确定了一组八种不同但常用的人类细胞系的相对蛋白质丰度图谱。该小组包括 HAP1、HEK293T、HeLa、HepG2、Jurkat、Panc1、SH-SY5Y 和 SVGp12。使用了一种基于质谱的蛋白质组学工作流程,旨在提高定量准确性,同时保持分析深度。为此,该策略利用基于 TMTpro16 的样品多路复用、高场非对称离子淌度谱和实时数据库搜索。数据表明,相对蛋白质丰度图谱的差异反映了细胞系的多样性。作者还确定了数百种蛋白质在给定细胞系中高度富集,并对这些细胞系富集的蛋白质进行了基因本体论和途径分析。设计了一个 R Shiny 应用程序来查询蛋白质丰度图谱并检索具有相似模式的蛋白质。本文中使用的工作流程可应用于其他细胞系,以帮助选择用于解决特定科学问题或改进实验设计的细胞系。

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